Usability Testing & A/B Wireframing for Customer Reviews

# Usability Testing & A/B Wireframing for Customer Reviews Testing how target users interact with review components provides valuable data before writing production code. --- ## 1. Key Usability Metrics to Measure When running user testing on review card prototypes: - Time to First Interaction: How quickly users locate review filters or search bars. - Scannability Index: Whether users notice key summary badges (e.g., Overall Score, Rating Distribution) during 5-second impression tests. - Scroll Depth: Tracking how far users scroll down feedback feeds on mobile viewports. --- ## 2. Running A/B Wireframe Tests Create two visual variants to test engagement: - Variant A: Compact horizontal card carousel. - Variant B: Expanded 2-column card grid with histogram summary header. Evaluate which layout pattern yields higher comprehension and trust ratings in user research panels.